YouTrained

Report Samantha Ballard built from the datasets alone

Yes. Samantha Ballard has 1 song and 2 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 2

videos in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including I'm Yours - Jason Mraz | Harp Cover + SHEET MUSIC, The Girl in the Red Skirt by Lori Pappajohn

Used for training 1

song in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including The Winterlands (Night) (From "Octopath Traveler II")

Listed under the artist name 1 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

The Winterlands (Night) (From "Octopath Traveler II")

Listed as PurpleSchala, Samantha Ballard – The Winterlands (Night) (From "Octopath Traveler II") (The Winterlands (Night) (From "Octopath Traveler II")) · Watch on YouTube

youtube_video i1m7DqDLoek · row i1m7DqDLoek

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

I'm Yours - Jason Mraz | Harp Cover + SHEET MUSIC

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument

youtube_video 00WZ5AsMZ4s · row unbalanced_train:00WZ5AsMZ4s:30:40

AudioSetunbalanced_train

The Girl in the Red Skirt by Lori Pappajohn

Clip 270s to 280s · Open clip on YouTube · Labels: Harp, Pizzicato

youtube_video pOchMMJFR4Q · row unbalanced_train:pOchMMJFR4Q:270:280

AudioSetunbalanced_train

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

Keep a copy

Provenance

JSON export SHA-256 cae3c91f2993872ba813fd28fe4673d2412402e0b6d7e63f22004f4490f28e41

Dataset versions indexed
DatasetFileRowsLoadedSHA-256
audiosetbalanced_train_segments.csv8,8362026-09-24T10:30:36+00:003b83e5ff9ed72cfd…
audioseteval_segments.csv7,8482026-09-24T10:30:36+00:00f7055f53935f70e7…
audiosetunbalanced_train_segments.csv1,063,3332026-09-24T10:30:43+00:00bb2dfd5e4f1ced39…
laion_disco_12mtrain-00000-of-00005.parquet2,464,1842026-09-24T12:18:19+00:00f8b1f0034f8f1e94…
laion_disco_12mtrain-00001-of-00005.parquet2,464,1832026-09-24T12:32:29+00:0071d78ad14ee3f85d…
laion_disco_12mtrain-00002-of-00005.parquet2,464,1832026-09-24T12:49:06+00:000feba570a0e8e73c…
laion_disco_12mtrain-00003-of-00005.parquet2,464,1832026-09-24T13:06:37+00:0021a77d99fd85ad2f…
laion_disco_12mtrain-00004-of-00005.parquet2,464,1832026-09-24T13:24:36+00:006ac5f59958b6b813…
musiccapsmusiccaps-public.csv5,5212026-09-24T10:29:42+00:008cc109ac507b5e5a…